Week1 Inference of BN

Inference on BNs¶

Independence¶

• Example

Since in the real word. There is a few variables are really independent to each other, we care more about conditional independence

Conditional Independence¶

• Example:

• Quiz

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• 2
  

Independencies in Bayesian Networks¶

D-separate¶

• Quiz

I-maps¶

• Example

Naive Bayes¶

• Quiz
  

Example¶

• Quiz